Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9468085 0.9024400 0.9905434 0.9560292 NA
bt 0.8603723 0.9552989 0.9105623 0.6786994 NA
maxnet 0.7180851 0.9126864 0.8062596 0.5216334 NA
gam NA NA NA NA 0.1682391
glm NA NA NA NA 0.1887196

Variable Importance